Prof. Dr. Christoph Lippert

Jana Fehr

Research Assistant, PhD Candidate

Phone: +49-(0)331 5509-4875

Room: G-2.1.34

Email: jana.fehr(at)hpi.de

Research Interests

  • Applying machine learning to answer research questions about infectious diseases, such as TB
  • How to audit AI-based algorithms in real-world healthcare application settings under the the lens of medical value, bias, fairness and external validity.

Research Projects

  • Analysing the applicability of automated chest x-ray reading with CAD4TB in a population screening of TB/HIV and non-communicable diseases in South Africa. 
  • Evaluating machine learning algorithms
  • Extracting abnormality features from chest x-rays. Evaluate extracted features as predictors for diagnostic and prognostic decision-making.
  • Model Zoo: MSc Project SS2020